CausalGNN: Causal-Based Graph Neural Networks for Spatio-Temporal Epidemic Forecasting.

Adam Sadilek Lijing Wang 0001 Aniruddha Adiga Jiangzhuo Chen Adam Sadilek Srinivasan Venkatramanan Madhav V. Marathe CausalGNN: Causal-Based Graph Neural Networks for Spatio-Temporal Epidemic Forecasting. 12191-12199 2022 AAAI https://doi.org/10.1609/aaai.v36i11.21479 https://www.wikidata.org/entity/Q113263321 conf/aaai/2022 db/conf/aaai/aaai2022.html#0001ACSVM22

Adam Sadilek Luyang Liu Dung Nguyen 0002 Methun Kamruzzaman Stylianos Serghiou Benjamin Rader Alex Ingerman Stefan Mellem Peter Kairouz Elaine O. Nsoesie Jamie Macfarlane Anil Vullikanti Madhav V. Marathe Paul Eastham John S. Brownstein Blaise Agüera y Arcas Michael D. Howell John Hernandez Privacy-first health research with federated learning. 2021 4 npj Digit. Medicine https://doi.org/10.1038/s41746-021-00489-2 db/journals/npjdm/npjdm4.html#SadilekLNKSRIMK21

Alok Talekar Sharad Shriram Nidhin K. Vaidhiyan Gaurav Aggarwal Jiangzhuo Chen Srinivasan Venkatramanan Lijing Wang 0001 Aniruddha Adiga Adam Sadilek Ashish Tendulkar Madhav V. Marathe Rajesh Sundaresan Milind Tambe Cohorting to Isolate Asymptomatic Spreaders: An Agent-Based Simulation Study on the Mumbai Suburban Railway. 1680-1682 2021 AAMAS https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p1680.pdf https://dl.acm.org/doi/10.5555/3463952.3464199 conf/atal/2021 db/conf/atal/aamas2021.html#TalekarSVACV0AS21

Adam Sadilek Yulin Hswen Shailesh Bavadekar Tomer Shekel John S. Brownstein Evgeniy Gabrilovich Lymelight: forecasting Lyme disease risk using web search data. 2020 3 npj Digit. Medicine https://doi.org/10.1038/s41746-020-0222-x https://www.wikidata.org/entity/Q84957942 db/journals/npjdm/npjdm3.html#SadilekHBSBG20

Brian Dickinson Gourab Ghoshal Xerxes Dotiwalla Adam Sadilek Henry A. Kautz Inferring Nighttime Satellite Imagery from Human Mobility. 394-402 2020 AAAI https://doi.org/10.1609/aaai.v34i01.5375 conf/aaai/2020 db/conf/aaai/aaai2020.html#DickinsonGDSK20

Brian Dickinson Gourab Ghoshal Xerxes Dotiwalla Adam Sadilek Henry A. Kautz Inferring Nighttime Satellite Imagery from Human Mobility. 2020 abs/2003.07691 CoRR https://arxiv.org/abs/2003.07691 db/journals/corr/corr2003.html#abs-2003-07691

Alok Talekar Sharad Shriram Nidhin K. Vaidhiyan Gaurav Aggarwal Jiangzhuo Chen Srinivasan Venkatramanan Lijing Wang 0001 Aniruddha Adiga Adam Sadilek Ashish Tendulkar Madhav V. Marathe Rajesh Sundaresan Milind Tambe Cohorting to isolate asymptomatic spreaders: An agent-based simulation study on the Mumbai Suburban Railway. 2020 abs/2012.12839 CoRR https://arxiv.org/abs/2012.12839 db/journals/corr/corr2012.html#abs-2012-12839

Adam Sadilek Stephanie Caty Lauren DiPrete Raed Mansour Tom Schenk Jr. Mark Bergtholdt Ashish Jha Prem Ramaswami Evgeniy Gabrilovich Machine-learned epidemiology: real-time detection of foodborne illness at scale. 2018 1 npj Digit. Medicine https://doi.org/10.1038/s41746-018-0045-1 https://www.wikidata.org/entity/Q58780143 db/journals/npjdm/npjdm1.html#SadilekCDMSBJRG18

Adam Sadilek Stephanie Caty Lauren DiPrete Raed Mansour Tom Schenk Jr. Mark Bergtholdt Ashish Jha Prem Ramaswami Evgeniy Gabrilovich Machine-learned epidemiology: real-time detection of foodborne illness at scale. 2018 abs/1812.01813 CoRR http://arxiv.org/abs/1812.01813 db/journals/corr/corr1812.html#abs-1812-01813

Walter S. Lasecki Christopher D. Miller Iftekhar Naim Raja S. Kushalnagar Adam Sadilek Daniel Gildea Jeffrey P. Bigham Scribe: deep integration of human and machine intelligence to caption speech in real time. 93-100 2017 60 Commun. ACM 9 https://doi.org/10.1145/3068663 db/journals/cacm/cacm60.html#LaseckiMNKSGB17

Tianran Hu Jiebo Luo 0001 Henry A. Kautz Adam Sadilek Home location inference from sparse and noisy data: models and applications. 389-402 2016 17 Frontiers Inf. Technol. Electron. Eng. 5 https://doi.org/10.1631/FITEE.1500385 db/journals/jzusc/jzusc17.html#HuLKS16

Adam Sadilek Henry A. Kautz Lauren DiPrete Brian Labus Eric Portman Jack Teitel Vincent Silenzio Deploying nEmesis: Preventing Foodborne Illness by Data Mining Social Media. 3982-3990 2016 AAAI https://doi.org/10.1609/aaai.v30i2.19072 conf/aaai/2016 db/conf/aaai/aaai2016.html#SadilekKDLPTS16 Tianran Hu Jiebo Luo 0001 Henry A. Kautz Adam Sadilek Home Location Inference from Sparse and Noisy Data: Models and Applications. 1382-1387 2015 ICDM Workshops https://doi.org/10.1109/ICDMW.2015.149 https://doi.ieeecomputersociety.org/10.1109/ICDMW.2015.149 conf/icdm/2015w db/conf/icdm/icdm2015w.html#HuLKS15

Adam Sadilek Henry A. Kautz Location-Based Reasoning about Complex Multi-Agent Behavior. 2014 abs/1401.4593 CoRR http://arxiv.org/abs/1401.4593 db/journals/corr/corr1401.html#SadilekK14

Adam Sadilek Sean Brennan 0002 Henry A. Kautz Vincent Silenzio nEmesis: Which Restaurants Should You Avoid Today? 2013 HCOMP https://doi.org/10.1609/hcomp.v1i1.13069 conf/hcomp/2013 db/conf/hcomp/hcomp2013.html#SadilekBKS13 138-146 Adam Sadilek John Krumm Eric Horvitz Crowdphysics: Planned and Opportunistic Crowdsourcing for Physical Tasks. 2013 ICWSM http://www.aaai.org/ocs/index.php/ICWSM/ICWSM13/paper/view/6121 conf/icwsm/2013 db/conf/icwsm/icwsm2013.html#SadilekKH13 Sean Brennan 0002 Adam Sadilek Henry A. Kautz Towards Understanding Global Spread of Disease from Everyday Interpersonal Interactions. 2013 IJCAI http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6526 http://ijcai.org/Abstract/13/410 conf/ijcai/2013 db/conf/ijcai/ijcai2013.html#BrennanSK13 2783-2789 Adam Sadilek Henry A. Kautz Modeling The Interplay of People's Location, Interactions, and Social Ties. 2013 IJCAI http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6522 http://ijcai.org/Abstract/13/458 conf/ijcai/2013 db/conf/ijcai/ijcai2013.html#SadilekK13 3067-3071 Adam Sadilek Henry A. Kautz Modeling the impact of lifestyle on health at scale. 637-646 2013 WSDM https://doi.org/10.1145/2433396.2433476 conf/wsdm/2013 db/conf/wsdm/wsdm2013.html#SadilekK13

Adam Sadilek Henry A. Kautz Location-Based Reasoning about Complex Multi-Agent Behavior. 87-133 2012 43 J. Artif. Intell. Res. https://doi.org/10.1613/jair.3421 db/journals/jair/jair43.html#SadilekK12

Adam Sadilek Henry A. Kautz Vincent Silenzio Predicting Disease Transmission from Geo-Tagged Micro-Blog Data. 2012 AAAI https://doi.org/10.1609/aaai.v26i1.8103 conf/aaai/2012 db/conf/aaai/aaai2012.html#SadilekKS12 136-142 Adam Sadilek John Krumm Far Out: Predicting Long-Term Human Mobility. 2012 AAAI https://doi.org/10.1609/aaai.v26i1.8212 conf/aaai/2012 db/conf/aaai/aaai2012.html#SadilekK12 814-820 Adam Sadilek Henry A. Kautz Vincent Silenzio Modeling Spread of Disease from Social Interactions. 2012 ICWSM http://www.aaai.org/ocs/index.php/ICWSM/ICWSM12/paper/view/4493 conf/icwsm/2012 db/conf/icwsm/icwsm2012.html#SadilekKS12 Walter S. Lasecki Christopher D. Miller Adam Sadilek Andrew Abumoussa Donato Borrello Raja S. Kushalnagar Jeffrey P. Bigham Real-time captioning by groups of non-experts. 23-34 2012 UIST https://doi.org/10.1145/2380116.2380122 conf/uist/2012 db/conf/uist/uist2012.html#LaseckiMSABKB12 Adam Sadilek Henry A. Kautz Jeffrey P. Bigham Finding your friends and following them to where you are. 723-732 2012 WSDM https://doi.org/10.1145/2124295.2124380 conf/wsdm/2012 db/conf/wsdm/wsdm2012.html#SadilekKB12 Adam Sadilek Henry A. Kautz Modeling Success, Failure, and Intent of Multi-Agent Activities Under Severe Noise. 9-63 2012 Mobile Context Awareness https://doi.org/10.1007/978-0-85729-625-2_2 books/sp/12/LO2012 db/books/collections/LO2012.html#SadilekK12 Adam Sadilek Henry A. Kautz Recognizing Multi-Agent Activities from GPS Data. 2010 AAAI https://doi.org/10.1609/aaai.v24i1.7739 conf/aaai/2010 db/conf/aaai/aaai2010.html#SadilekK10 1134-1139 Andrew Abumoussa Aniruddha Adiga Gaurav Aggarwal Blaise Agüera y Arcas Shailesh Bavadekar Mark Bergtholdt Jeffrey P. Bigham Donato Borrello Sean Brennan 0002 John S. Brownstein Stephanie Caty Jiangzhuo Chen Brian Dickinson Lauren DiPrete Xerxes Dotiwalla Paul Eastham Evgeniy Gabrilovich Gourab Ghoshal Daniel Gildea John Hernandez Eric Horvitz Michael D. Howell Yulin Hswen Tianran Hu Alex Ingerman Ashish Jha Peter Kairouz Methun Kamruzzaman Henry A. Kautz John Krumm Raja S. Kushalnagar Brian Labus Walter S. Lasecki Luyang Liu Jiebo Luo 0001 Jamie Macfarlane Raed Mansour Madhav V. Marathe Stefan Mellem Christopher D. Miller Iftekhar Naim Dung Nguyen 0002 Elaine O. Nsoesie Eric Portman Benjamin Rader Prem Ramaswami Tom Schenk Jr. Stylianos Serghiou Tomer Shekel Sharad Shriram Vincent Silenzio Rajesh Sundaresan Alok Talekar Milind Tambe Jack Teitel Ashish Tendulkar Nidhin K. Vaidhiyan Srinivasan Venkatramanan Anil Vullikanti Lijing Wang 0001